Overview
Brought to you by YData
Dataset statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Number of variables | 12 | 12 |
| Number of observations | 1436 | 1314 |
| Missing cells | 0 | 0 |
| Missing cells (%) | 0.0% | 0.0% |
| Duplicate rows | 194 | 187 |
| Duplicate rows (%) | 13.5% | 14.2% |
| Total size in memory | 145.8 KiB | 133.5 KiB |
| Average record size in memory | 104.0 B | 104.0 B |
Variable types
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Numeric | 12 | 12 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Dataset has 194 (13.5%) duplicate rows | Dataset has 187 (14.2%) duplicate rows | Duplicates |
alcohol is highly overall correlated with density | alcohol is highly overall correlated with density | High correlation |
density is highly overall correlated with alcohol and 1 other fields | density is highly overall correlated with alcohol and 1 other fields | High correlation |
residual sugar is highly overall correlated with density | residual sugar is highly overall correlated with density | High correlation |
| Alert not present in this dataset | fixed acidity is highly overall correlated with pH | High correlation |
| Alert not present in this dataset | free sulfur dioxide is highly overall correlated with total sulfur dioxide | High correlation |
| Alert not present in this dataset | pH is highly overall correlated with fixed acidity | High correlation |
| Alert not present in this dataset | total sulfur dioxide is highly overall correlated with free sulfur dioxide | High correlation |
Reproduction
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Analysis started | 2025-08-22 15:35:33.218768 | 2025-08-22 15:35:45.518843 |
| Analysis finished | 2025-08-22 15:35:45.514159 | 2025-08-22 15:35:58.318687 |
| Duration | 12.3 seconds | 12.8 seconds |
| Software version | ydata-profiling vv4.16.1 | ydata-profiling vv4.16.1 |
| Download configuration | config.json | config.json |
Variables
fixed acidity
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 42 | 42 |
| Distinct (%) | 2.9% | 3.2% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.49543001 | 0.48276256 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 1 | 1 |
| Zeros | 1 | 3 |
| Zeros (%) | 0.1% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.2 | 0.15 |
| Q1 | 0.35 | 0.35 |
| median | 0.475 | 0.475 |
| Q3 | 0.625 | 0.6 |
| 95-th percentile | 0.85 | 0.825 |
| Maximum | 1 | 1 |
| Range | 1 | 1 |
| Interquartile range (IQR) | 0.275 | 0.25 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.19202668 | 0.19986288 |
| Coefficient of variation (CV) | 0.38759597 | 0.4139983 |
| Kurtosis | -0.32344826 | -0.28230346 |
| Mean | 0.49543001 | 0.48276256 |
| Median Absolute Deviation (MAD) | 0.125 | 0.125 |
| Skewness | 0.25988679 | 0.14891895 |
| Sum | 711.4375 | 634.35 |
| Variance | 0.036874244 | 0.039945171 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 96 | 6.7% |
| 0.5 | 76 | 5.3% |
| 0.55 | 76 | 5.3% |
| 0.45 | 73 | 5.1% |
| 0.525 | 73 | 5.1% |
| 0.3 | 72 | 5.0% |
| 0.6 | 65 | 4.5% |
| 0.375 | 64 | 4.5% |
| 0.475 | 62 | 4.3% |
| 0.425 | 60 | 4.2% |
| Other values (32) | 719 |
| Value | Count | Frequency (%) |
| 0.5 | 74 | 5.6% |
| 0.45 | 69 | 5.3% |
| 0.425 | 68 | 5.2% |
| 0.525 | 68 | 5.2% |
| 0.55 | 67 | 5.1% |
| 0.475 | 67 | 5.1% |
| 0.575 | 63 | 4.8% |
| 0.3 | 55 | 4.2% |
| 0.35 | 53 | 4.0% |
| 0.375 | 51 | 3.9% |
| Other values (32) | 679 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.025 | 4 | 0.3% |
| 0.05 | 3 | 0.2% |
| 0.075 | 5 | 0.3% |
| 0.1 | 6 | 0.4% |
| 0.125 | 9 | 0.6% |
| 0.15 | 11 | 0.8% |
| 0.175 | 15 | |
| 0.2 | 31 | |
| 0.225 | 27 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.2% |
| 0.025 | 2 | 0.2% |
| 0.05 | 12 | |
| 0.075 | 16 | |
| 0.1 | 13 | |
| 0.125 | 11 | 0.8% |
| 0.15 | 10 | 0.8% |
| 0.175 | 13 | |
| 0.2 | 28 | |
| 0.225 | 25 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.2% |
| 0.025 | 2 | 0.1% |
| 0.05 | 12 | |
| 0.075 | 16 | |
| 0.1 | 13 | |
| 0.125 | 11 | 0.8% |
| 0.15 | 10 | 0.7% |
| 0.175 | 13 | |
| 0.2 | 28 | |
| 0.225 | 25 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.025 | 4 | 0.3% |
| 0.05 | 3 | 0.2% |
| 0.075 | 5 | 0.4% |
| 0.1 | 6 | 0.5% |
| 0.125 | 9 | 0.7% |
| 0.15 | 11 | 0.8% |
| 0.175 | 15 | |
| 0.2 | 31 | |
| 0.225 | 27 |
volatile acidity
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 64 | 63 |
| Distinct (%) | 4.5% | 4.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.38213144 | 0.51116185 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 0.98765432 | 1 |
| Zeros | 2 | 2 |
| Zeros (%) | 0.1% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.12345679 | 0.22222222 |
| Q1 | 0.24691358 | 0.37037037 |
| median | 0.37037037 | 0.49382716 |
| Q3 | 0.49382716 | 0.64197531 |
| 95-th percentile | 0.69135802 | 0.86419753 |
| Maximum | 0.98765432 | 1 |
| Range | 0.98765432 | 1 |
| Interquartile range (IQR) | 0.24691358 | 0.27160494 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.17736781 | 0.19192382 |
| Coefficient of variation (CV) | 0.46415393 | 0.37546586 |
| Kurtosis | 0.10824434 | -0.37754909 |
| Mean | 0.38213144 | 0.51116185 |
| Median Absolute Deviation (MAD) | 0.12345679 | 0.12345679 |
| Skewness | 0.57985273 | 0.26004272 |
| Sum | 548.74074 | 671.66667 |
| Variance | 0.031459339 | 0.036834754 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.2962962963 | 88 | 6.1% |
| 0.2469135802 | 82 | 5.7% |
| 0.3209876543 | 77 | 5.4% |
| 0.3950617284 | 74 | 5.2% |
| 0.2222222222 | 74 | 5.2% |
| 0.1975308642 | 73 | 5.1% |
| 0.4938271605 | 70 | 4.9% |
| 0.3456790123 | 68 | 4.7% |
| 0.3703703704 | 67 | 4.7% |
| 0.4197530864 | 62 | 4.3% |
| Other values (54) | 701 |
| Value | Count | Frequency (%) |
| 0.4938271605 | 76 | 5.8% |
| 0.5925925926 | 72 | 5.5% |
| 0.5432098765 | 70 | 5.3% |
| 0.4444444444 | 66 | 5.0% |
| 0.3950617284 | 66 | 5.0% |
| 0.3456790123 | 59 | 4.5% |
| 0.2962962963 | 55 | 4.2% |
| 0.4691358025 | 54 | 4.1% |
| 0.4197530864 | 53 | 4.0% |
| 0.5185185185 | 52 | 4.0% |
| Other values (53) | 691 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.01234567901 | 1 | 0.1% |
| 0.02469135802 | 1 | 0.1% |
| 0.04938271605 | 5 | 0.3% |
| 0.06172839506 | 4 | 0.3% |
| 0.07407407407 | 8 | 0.6% |
| 0.08641975309 | 2 | 0.1% |
| 0.0987654321 | 25 | |
| 0.1111111111 | 1 | 0.1% |
| 0.1234567901 | 25 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 0.04938271605 | 1 | 0.1% |
| 0.07407407407 | 1 | 0.1% |
| 0.08641975309 | 1 | 0.1% |
| 0.0987654321 | 6 | |
| 0.1111111111 | 2 | 0.2% |
| 0.1234567901 | 2 | 0.2% |
| 0.1481481481 | 5 | |
| 0.1604938272 | 1 | 0.1% |
| 0.1728395062 | 12 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.04938271605 | 1 | 0.1% |
| 0.07407407407 | 1 | 0.1% |
| 0.08641975309 | 1 | 0.1% |
| 0.0987654321 | 6 | |
| 0.1111111111 | 2 | 0.1% |
| 0.1234567901 | 2 | 0.1% |
| 0.1481481481 | 5 | |
| 0.1604938272 | 1 | 0.1% |
| 0.1728395062 | 12 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 0.01234567901 | 1 | 0.1% |
| 0.02469135802 | 1 | 0.1% |
| 0.04938271605 | 5 | 0.4% |
| 0.06172839506 | 4 | 0.3% |
| 0.07407407407 | 8 | 0.6% |
| 0.08641975309 | 2 | 0.2% |
| 0.0987654321 | 25 | |
| 0.1111111111 | 1 | 0.1% |
| 0.1234567901 | 25 |
citric acid
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 45 | 45 |
| Distinct (%) | 3.1% | 3.4% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.45317964 | 0.47585738 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| Maximum | 1 | 1 |
| Zeros | 7 | 2 |
| Zeros (%) | 0.5% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0 |
| 5-th percentile | 0.14893617 | 0.25531915 |
| Q1 | 0.34042553 | 0.38297872 |
| median | 0.44680851 | 0.45744681 |
| Q3 | 0.55319149 | 0.55319149 |
| 95-th percentile | 0.82978723 | 0.80851064 |
| Maximum | 1 | 1 |
| Range | 1 | 1 |
| Interquartile range (IQR) | 0.21276596 | 0.17021277 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.18218102 | 0.15357669 |
| Coefficient of variation (CV) | 0.4020062 | 0.32273681 |
| Kurtosis | 0.17755392 | 0.75583827 |
| Mean | 0.45317964 | 0.47585738 |
| Median Absolute Deviation (MAD) | 0.10638298 | 0.095744681 |
| Skewness | 0.30743761 | 0.53954921 |
| Sum | 650.76596 | 625.2766 |
| Variance | 0.033189925 | 0.023585801 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3829787234 | 92 | 6.4% |
| 0.4255319149 | 92 | 6.4% |
| 0.4680851064 | 90 | 6.3% |
| 0.829787234 | 81 | 5.6% |
| 0.4042553191 | 79 | 5.5% |
| 0.5106382979 | 75 | 5.2% |
| 0.3617021277 | 74 | 5.2% |
| 0.3404255319 | 67 | 4.7% |
| 0.4468085106 | 65 | 4.5% |
| 0.4893617021 | 65 | 4.5% |
| Other values (35) | 656 |
| Value | Count | Frequency (%) |
| 0.4255319149 | 107 | 8.1% |
| 0.3829787234 | 97 | 7.4% |
| 0.4680851064 | 96 | 7.3% |
| 0.4042553191 | 79 | 6.0% |
| 0.4468085106 | 75 | 5.7% |
| 0.5106382979 | 72 | 5.5% |
| 0.4893617021 | 72 | 5.5% |
| 0.3617021277 | 68 | 5.2% |
| 0.5531914894 | 63 | 4.8% |
| 0.5744680851 | 56 | 4.3% |
| Other values (35) | 529 |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.5% |
| 0.04255319149 | 10 | |
| 0.06382978723 | 4 | 0.3% |
| 0.08510638298 | 17 | |
| 0.1063829787 | 11 | |
| 0.1276595745 | 16 | |
| 0.1489361702 | 12 | |
| 0.170212766 | 15 | |
| 0.1914893617 | 19 | |
| 0.2127659574 | 19 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 0.02127659574 | 1 | 0.1% |
| 0.06382978723 | 4 | 0.3% |
| 0.1063829787 | 6 | |
| 0.1276595745 | 5 | 0.4% |
| 0.1489361702 | 1 | 0.1% |
| 0.170212766 | 9 | |
| 0.1914893617 | 4 | 0.3% |
| 0.2127659574 | 7 | |
| 0.2340425532 | 14 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.02127659574 | 1 | 0.1% |
| 0.06382978723 | 4 | 0.3% |
| 0.1063829787 | 6 | |
| 0.1276595745 | 5 | 0.3% |
| 0.1489361702 | 1 | 0.1% |
| 0.170212766 | 9 | |
| 0.1914893617 | 4 | 0.3% |
| 0.2127659574 | 7 | |
| 0.2340425532 | 14 |
| Value | Count | Frequency (%) |
| 0 | 7 | 0.5% |
| 0.04255319149 | 10 | |
| 0.06382978723 | 4 | 0.3% |
| 0.08510638298 | 17 | |
| 0.1063829787 | 11 | |
| 0.1276595745 | 16 | |
| 0.1489361702 | 12 | |
| 0.170212766 | 15 | |
| 0.1914893617 | 19 | |
| 0.2127659574 | 19 |
residual sugar
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 123 | 169 |
| Distinct (%) | 8.6% | 12.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.13263902 | 0.15210565 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.0046728972 |
| Maximum | 0.68224299 | 0.69626168 |
| Zeros | 2 | 0 |
| Zeros (%) | 0.1% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.0046728972 |
| 5-th percentile | 0.023364486 | 0.018691589 |
| Q1 | 0.037383178 | 0.046728972 |
| median | 0.070093458 | 0.10280374 |
| Q3 | 0.21495327 | 0.22429907 |
| 95-th percentile | 0.37850467 | 0.42056075 |
| Maximum | 0.68224299 | 0.69626168 |
| Range | 0.68224299 | 0.69158879 |
| Interquartile range (IQR) | 0.17757009 | 0.17757009 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.12356132 | 0.13474515 |
| Coefficient of variation (CV) | 0.93156089 | 0.88586555 |
| Kurtosis | 0.59682123 | 1.0561543 |
| Mean | 0.13263902 | 0.15210565 |
| Median Absolute Deviation (MAD) | 0.042056075 | 0.070093458 |
| Skewness | 1.1523933 | 1.2236738 |
| Sum | 190.46963 | 199.86682 |
| Variance | 0.0152674 | 0.018156256 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.02803738318 | 95 | 6.6% |
| 0.03738317757 | 94 | 6.5% |
| 0.04672897196 | 91 | 6.3% |
| 0.03271028037 | 78 | 5.4% |
| 0.04205607477 | 78 | 5.4% |
| 0.02336448598 | 67 | 4.7% |
| 0.05607476636 | 44 | 3.1% |
| 0.05140186916 | 41 | 2.9% |
| 0.01869158879 | 37 | 2.6% |
| 0.06542056075 | 35 | 2.4% |
| Other values (113) | 776 |
| Value | Count | Frequency (%) |
| 0.02336448598 | 56 | 4.3% |
| 0.02803738318 | 54 | 4.1% |
| 0.03738317757 | 53 | 4.0% |
| 0.04672897196 | 43 | 3.3% |
| 0.03271028037 | 41 | 3.1% |
| 0.05607476636 | 41 | 3.1% |
| 0.01869158879 | 40 | 3.0% |
| 0.04205607477 | 39 | 3.0% |
| 0.05140186916 | 38 | 2.9% |
| 0.06542056075 | 35 | 2.7% |
| Other values (159) | 874 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.004672897196 | 4 | 0.3% |
| 0.009345794393 | 6 | 0.4% |
| 0.01401869159 | 20 | 1.4% |
| 0.01869158879 | 37 | 2.6% |
| 0.02336448598 | 67 | |
| 0.02570093458 | 1 | 0.1% |
| 0.02803738318 | 95 | |
| 0.03271028037 | 78 | |
| 0.03504672897 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.004672897196 | 3 | 0.2% |
| 0.009345794393 | 7 | 0.5% |
| 0.01401869159 | 15 | 1.1% |
| 0.01635514019 | 3 | 0.2% |
| 0.01869158879 | 40 | |
| 0.02102803738 | 1 | 0.1% |
| 0.02336448598 | 56 | |
| 0.02570093458 | 2 | 0.2% |
| 0.02803738318 | 54 | |
| 0.03037383178 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0.004672897196 | 3 | 0.2% |
| 0.009345794393 | 7 | 0.5% |
| 0.01401869159 | 15 | 1.0% |
| 0.01635514019 | 3 | 0.2% |
| 0.01869158879 | 40 | |
| 0.02102803738 | 1 | 0.1% |
| 0.02336448598 | 56 | |
| 0.02570093458 | 2 | 0.1% |
| 0.02803738318 | 54 | |
| 0.03037383178 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.2% |
| 0.004672897196 | 4 | 0.3% |
| 0.009345794393 | 6 | 0.5% |
| 0.01401869159 | 20 | 1.5% |
| 0.01869158879 | 37 | 2.8% |
| 0.02336448598 | 67 | |
| 0.02570093458 | 1 | 0.1% |
| 0.02803738318 | 95 | |
| 0.03271028037 | 78 | |
| 0.03504672897 | 1 | 0.1% |
chlorides
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 49 | 44 |
| Distinct (%) | 3.4% | 3.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.53210804 | 0.33066971 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.035714286 | 0 |
| Maximum | 1 | 0.91071429 |
| Zeros | 0 | 4 |
| Zeros (%) | 0.0% | 0.3% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.035714286 | 0 |
| 5-th percentile | 0.30357143 | 0.125 |
| Q1 | 0.42857143 | 0.25 |
| median | 0.51785714 | 0.33928571 |
| Q3 | 0.625 | 0.41071429 |
| 95-th percentile | 0.78571429 | 0.53571429 |
| Maximum | 1 | 0.91071429 |
| Range | 0.96428571 | 0.91071429 |
| Interquartile range (IQR) | 0.19642857 | 0.16071429 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.14748254 | 0.12667051 |
| Coefficient of variation (CV) | 0.27716654 | 0.3830726 |
| Kurtosis | 0.058605422 | 0.78370403 |
| Mean | 0.53210804 | 0.33066971 |
| Median Absolute Deviation (MAD) | 0.10714286 | 0.071428571 |
| Skewness | 0.23283228 | 0.28728745 |
| Sum | 764.10714 | 434.5 |
| Variance | 0.021751101 | 0.016045417 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5714285714 | 74 | 5.2% |
| 0.4464285714 | 73 | 5.1% |
| 0.4821428571 | 73 | 5.1% |
| 0.5535714286 | 70 | 4.9% |
| 0.5178571429 | 70 | 4.9% |
| 0.5 | 67 | 4.7% |
| 0.375 | 63 | 4.4% |
| 0.4642857143 | 62 | 4.3% |
| 0.625 | 59 | 4.1% |
| 0.6071428571 | 57 | 4.0% |
| Other values (39) | 768 |
| Value | Count | Frequency (%) |
| 0.375 | 92 | 7.0% |
| 0.3392857143 | 90 | 6.8% |
| 0.2678571429 | 75 | 5.7% |
| 0.2857142857 | 73 | 5.6% |
| 0.3571428571 | 71 | 5.4% |
| 0.3035714286 | 71 | 5.4% |
| 0.3214285714 | 67 | 5.1% |
| 0.3928571429 | 65 | 4.9% |
| 0.2321428571 | 61 | 4.6% |
| 0.4107142857 | 60 | 4.6% |
| Other values (34) | 589 |
| Value | Count | Frequency (%) |
| 0.03571428571 | 1 | 0.1% |
| 0.125 | 1 | 0.1% |
| 0.1607142857 | 5 | 0.3% |
| 0.1785714286 | 3 | 0.2% |
| 0.1964285714 | 2 | 0.1% |
| 0.2142857143 | 4 | 0.3% |
| 0.2321428571 | 10 | |
| 0.25 | 11 | |
| 0.2678571429 | 13 | |
| 0.2857142857 | 14 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.3% |
| 0.01785714286 | 5 | 0.4% |
| 0.03571428571 | 3 | 0.2% |
| 0.05357142857 | 10 | 0.8% |
| 0.07142857143 | 8 | 0.6% |
| 0.08928571429 | 14 | |
| 0.1071428571 | 18 | |
| 0.125 | 17 | |
| 0.1428571429 | 20 | |
| 0.1607142857 | 25 |
| Value | Count | Frequency (%) |
| 0 | 4 | 0.3% |
| 0.01785714286 | 5 | 0.3% |
| 0.03571428571 | 3 | 0.2% |
| 0.05357142857 | 10 | 0.7% |
| 0.07142857143 | 8 | 0.6% |
| 0.08928571429 | 14 | |
| 0.1071428571 | 18 | |
| 0.125 | 17 | |
| 0.1428571429 | 20 | |
| 0.1607142857 | 25 |
| Value | Count | Frequency (%) |
| 0.03571428571 | 1 | 0.1% |
| 0.125 | 1 | 0.1% |
| 0.1607142857 | 5 | 0.4% |
| 0.1785714286 | 3 | 0.2% |
| 0.1964285714 | 2 | 0.2% |
| 0.2142857143 | 4 | 0.3% |
| 0.2321428571 | 10 | |
| 0.25 | 11 | |
| 0.2678571429 | 13 | |
| 0.2857142857 | 14 |
free sulfur dioxide
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 78 | 69 |
| Distinct (%) | 5.4% | 5.3% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.36532658 | 0.34090466 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.025641026 | 0 |
| Maximum | 0.92307692 | 0.93589744 |
| Zeros | 0 | 1 |
| Zeros (%) | 0.0% | 0.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.025641026 | 0 |
| 5-th percentile | 0.1025641 | 0.08974359 |
| Q1 | 0.24358974 | 0.23076923 |
| median | 0.34615385 | 0.33333333 |
| Q3 | 0.47435897 | 0.44871795 |
| 95-th percentile | 0.66666667 | 0.6025641 |
| Maximum | 0.92307692 | 0.93589744 |
| Range | 0.8974359 | 0.93589744 |
| Interquartile range (IQR) | 0.23076923 | 0.21794872 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.17159711 | 0.15807901 |
| Coefficient of variation (CV) | 0.46970881 | 0.46370447 |
| Kurtosis | 0.095977358 | 0.045724276 |
| Mean | 0.36532658 | 0.34090466 |
| Median Absolute Deviation (MAD) | 0.11538462 | 0.11538462 |
| Skewness | 0.52102252 | 0.31270857 |
| Sum | 524.60897 | 447.94872 |
| Variance | 0.029445569 | 0.024988974 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3461538462 | 62 | 4.3% |
| 0.2820512821 | 59 | 4.1% |
| 0.4358974359 | 43 | 3.0% |
| 0.2435897436 | 43 | 3.0% |
| 0.3717948718 | 43 | 3.0% |
| 0.4102564103 | 42 | 2.9% |
| 0.3076923077 | 42 | 2.9% |
| 0.2948717949 | 40 | 2.8% |
| 0.358974359 | 39 | 2.7% |
| 0.4230769231 | 38 | 2.6% |
| Other values (68) | 985 |
| Value | Count | Frequency (%) |
| 0.3717948718 | 51 | 3.9% |
| 0.3076923077 | 50 | 3.8% |
| 0.3461538462 | 49 | 3.7% |
| 0.2692307692 | 47 | 3.6% |
| 0.3333333333 | 43 | 3.3% |
| 0.2564102564 | 41 | 3.1% |
| 0.4102564103 | 38 | 2.9% |
| 0.2307692308 | 38 | 2.9% |
| 0.4615384615 | 38 | 2.9% |
| 0.4358974359 | 37 | 2.8% |
| Other values (59) | 882 |
| Value | Count | Frequency (%) |
| 0.02564102564 | 1 | 0.1% |
| 0.03846153846 | 7 | 0.5% |
| 0.05128205128 | 12 | |
| 0.0641025641 | 9 | |
| 0.07692307692 | 12 | |
| 0.08974358974 | 12 | |
| 0.1025641026 | 20 | |
| 0.1153846154 | 21 | |
| 0.1217948718 | 1 | 0.1% |
| 0.1282051282 | 16 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01282051282 | 7 | 0.5% |
| 0.02564102564 | 8 | |
| 0.03846153846 | 12 | |
| 0.05128205128 | 11 | |
| 0.0641025641 | 10 | |
| 0.07692307692 | 12 | |
| 0.08974358974 | 10 | |
| 0.1025641026 | 19 | |
| 0.1153846154 | 15 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01282051282 | 7 | 0.5% |
| 0.02564102564 | 8 | |
| 0.03846153846 | 12 | |
| 0.05128205128 | 11 | |
| 0.0641025641 | 10 | |
| 0.07692307692 | 12 | |
| 0.08974358974 | 10 | |
| 0.1025641026 | 19 | |
| 0.1153846154 | 15 |
| Value | Count | Frequency (%) |
| 0.02564102564 | 1 | 0.1% |
| 0.03846153846 | 7 | 0.5% |
| 0.05128205128 | 12 | |
| 0.0641025641 | 9 | |
| 0.07692307692 | 12 | |
| 0.08974358974 | 12 | |
| 0.1025641026 | 20 | |
| 0.1153846154 | 21 | |
| 0.1217948718 | 1 | 0.1% |
| 0.1282051282 | 16 |
total sulfur dioxide
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 164 | 155 |
| Distinct (%) | 11.4% | 11.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.46175575 | 0.37684868 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.041666667 | 0 |
| Maximum | 0.96041667 | 0.82083333 |
| Zeros | 0 | 1 |
| Zeros (%) | 0.0% | 0.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.041666667 | 0 |
| 5-th percentile | 0.25 | 0.19166667 |
| Q1 | 0.36666667 | 0.29166667 |
| median | 0.45 | 0.37083333 |
| Q3 | 0.546875 | 0.45 |
| 95-th percentile | 0.7 | 0.60416667 |
| Maximum | 0.96041667 | 0.82083333 |
| Range | 0.91875 | 0.82083333 |
| Interquartile range (IQR) | 0.18020833 | 0.15833333 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.13593391 | 0.1245128 |
| Coefficient of variation (CV) | 0.29438489 | 0.33040529 |
| Kurtosis | 0.04278473 | 0.45826578 |
| Mean | 0.46175575 | 0.37684868 |
| Median Absolute Deviation (MAD) | 0.091666667 | 0.079166667 |
| Skewness | 0.29680288 | 0.29627053 |
| Sum | 663.08125 | 495.17917 |
| Variance | 0.018478029 | 0.015503437 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3833333333 | 28 | 1.9% |
| 0.4083333333 | 28 | 1.9% |
| 0.3916666667 | 28 | 1.9% |
| 0.5458333333 | 25 | 1.7% |
| 0.5375 | 25 | 1.7% |
| 0.4291666667 | 23 | 1.6% |
| 0.4541666667 | 23 | 1.6% |
| 0.3291666667 | 22 | 1.5% |
| 0.4 | 22 | 1.5% |
| 0.3416666667 | 22 | 1.5% |
| Other values (154) | 1190 |
| Value | Count | Frequency (%) |
| 0.2833333333 | 28 | 2.1% |
| 0.3291666667 | 26 | 2.0% |
| 0.3083333333 | 26 | 2.0% |
| 0.3833333333 | 25 | 1.9% |
| 0.3416666667 | 24 | 1.8% |
| 0.3958333333 | 23 | 1.8% |
| 0.4375 | 22 | 1.7% |
| 0.3583333333 | 22 | 1.7% |
| 0.4458333333 | 21 | 1.6% |
| 0.4291666667 | 21 | 1.6% |
| Other values (145) | 1076 |
| Value | Count | Frequency (%) |
| 0.04166666667 | 1 | 0.1% |
| 0.09166666667 | 2 | |
| 0.1166666667 | 2 | |
| 0.125 | 2 | |
| 0.1333333333 | 1 | 0.1% |
| 0.15 | 1 | 0.1% |
| 0.1541666667 | 1 | 0.1% |
| 0.1708333333 | 1 | 0.1% |
| 0.175 | 3 | |
| 0.1791666667 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.008333333333 | 1 | 0.1% |
| 0.02083333333 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.0375 | 4 | |
| 0.04166666667 | 1 | 0.1% |
| 0.0625 | 2 | |
| 0.075 | 3 | |
| 0.0875 | 1 | 0.1% |
| 0.09166666667 | 2 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.008333333333 | 1 | 0.1% |
| 0.02083333333 | 1 | 0.1% |
| 0.025 | 1 | 0.1% |
| 0.0375 | 4 | |
| 0.04166666667 | 1 | 0.1% |
| 0.0625 | 2 | |
| 0.075 | 3 | |
| 0.0875 | 1 | 0.1% |
| 0.09166666667 | 2 |
| Value | Count | Frequency (%) |
| 0.04166666667 | 1 | 0.1% |
| 0.09166666667 | 2 | |
| 0.1166666667 | 2 | |
| 0.125 | 2 | |
| 0.1333333333 | 1 | 0.1% |
| 0.15 | 1 | 0.1% |
| 0.1541666667 | 1 | 0.1% |
| 0.1708333333 | 1 | 0.1% |
| 0.175 | 3 | |
| 0.1791666667 | 1 | 0.1% |
density
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 365 | 393 |
| Distinct (%) | 25.4% | 29.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.41643923 | 0.26792737 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.17710438 | 0 |
| Maximum | 0.70639731 | 0.61818182 |
| Zeros | 0 | 1 |
| Zeros (%) | 0.0% | 0.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.17710438 | 0 |
| 5-th percentile | 0.27104377 | 0.12457912 |
| Q1 | 0.34545455 | 0.19461279 |
| median | 0.41010101 | 0.26060606 |
| Q3 | 0.48417508 | 0.32508418 |
| 95-th percentile | 0.57441077 | 0.45050505 |
| Maximum | 0.70639731 | 0.61818182 |
| Range | 0.52929293 | 0.61818182 |
| Interquartile range (IQR) | 0.13872054 | 0.13047138 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.09377919 | 0.097566644 |
| Coefficient of variation (CV) | 0.22519298 | 0.36415333 |
| Kurtosis | -0.53743206 | 0.026651743 |
| Mean | 0.41643923 | 0.26792737 |
| Median Absolute Deviation (MAD) | 0.069360269 | 0.065993266 |
| Skewness | 0.153745 | 0.43990207 |
| Sum | 598.00673 | 352.05657 |
| Variance | 0.0087945365 | 0.00951925 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3831649832 | 40 | 2.8% |
| 0.4909090909 | 32 | 2.2% |
| 0.3764309764 | 31 | 2.2% |
| 0.4235690236 | 31 | 2.2% |
| 0.3966329966 | 31 | 2.2% |
| 0.3292929293 | 31 | 2.2% |
| 0.4505050505 | 30 | 2.1% |
| 0.3562289562 | 27 | 1.9% |
| 0.4101010101 | 26 | 1.8% |
| 0.463973064 | 25 | 1.7% |
| Other values (355) | 1132 |
| Value | Count | Frequency (%) |
| 0.235016835 | 26 | 2.0% |
| 0.1946127946 | 26 | 2.0% |
| 0.3292929293 | 26 | 2.0% |
| 0.2754208754 | 25 | 1.9% |
| 0.261952862 | 24 | 1.8% |
| 0.2686868687 | 21 | 1.6% |
| 0.2888888889 | 21 | 1.6% |
| 0.3158249158 | 21 | 1.6% |
| 0.2080808081 | 19 | 1.4% |
| 0.2484848485 | 19 | 1.4% |
| Other values (383) | 1086 |
| Value | Count | Frequency (%) |
| 0.1771043771 | 1 | |
| 0.1811447811 | 1 | |
| 0.1905723906 | 1 | |
| 0.1952861953 | 1 | |
| 0.2121212121 | 2 | |
| 0.2168350168 | 2 | |
| 0.2188552189 | 2 | |
| 0.2215488215 | 1 | |
| 0.2235690236 | 1 | |
| 0.2249158249 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.001346801347 | 1 | |
| 0.02087542088 | 2 | |
| 0.02356902357 | 1 | |
| 0.04242424242 | 1 | |
| 0.04579124579 | 1 | |
| 0.05589225589 | 2 | |
| 0.06127946128 | 1 | |
| 0.07003367003 | 1 | |
| 0.07272727273 | 1 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.001346801347 | 1 | |
| 0.02087542088 | 2 | |
| 0.02356902357 | 1 | |
| 0.04242424242 | 1 | |
| 0.04579124579 | 1 | |
| 0.05589225589 | 2 | |
| 0.06127946128 | 1 | |
| 0.07003367003 | 1 | |
| 0.07272727273 | 1 |
| Value | Count | Frequency (%) |
| 0.1771043771 | 1 | |
| 0.1811447811 | 1 | |
| 0.1905723906 | 1 | |
| 0.1952861953 | 1 | |
| 0.2121212121 | 2 | |
| 0.2168350168 | 2 | |
| 0.2188552189 | 2 | |
| 0.2215488215 | 1 | |
| 0.2235690236 | 1 | |
| 0.2249158249 | 1 |
pH
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 78 | 77 |
| Distinct (%) | 5.4% | 5.9% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.53197608 | 0.44789149 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.070588235 | 0 |
| Maximum | 1 | 0.94117647 |
| Zeros | 0 | 3 |
| Zeros (%) | 0.0% | 0.2% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.070588235 | 0 |
| 5-th percentile | 0.27058824 | 0.18823529 |
| Q1 | 0.41176471 | 0.31764706 |
| median | 0.51764706 | 0.44705882 |
| Q3 | 0.64705882 | 0.56470588 |
| 95-th percentile | 0.82352941 | 0.71764706 |
| Maximum | 1 | 0.94117647 |
| Range | 0.92941176 | 0.94117647 |
| Interquartile range (IQR) | 0.23529412 | 0.24705882 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.1686875 | 0.16684386 |
| Coefficient of variation (CV) | 0.31709602 | 0.37250956 |
| Kurtosis | -0.21101378 | -0.27601537 |
| Mean | 0.53197608 | 0.44789149 |
| Median Absolute Deviation (MAD) | 0.11764706 | 0.11764706 |
| Skewness | 0.23426199 | 0.14604442 |
| Sum | 763.91765 | 588.52941 |
| Variance | 0.028455472 | 0.027836874 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4705882353 | 50 | 3.5% |
| 0.5058823529 | 48 | 3.3% |
| 0.4235294118 | 47 | 3.3% |
| 0.4588235294 | 44 | 3.1% |
| 0.4352941176 | 42 | 2.9% |
| 0.5294117647 | 42 | 2.9% |
| 0.5176470588 | 41 | 2.9% |
| 0.4 | 41 | 2.9% |
| 0.6235294118 | 41 | 2.9% |
| 0.4823529412 | 40 | 2.8% |
| Other values (68) | 1000 |
| Value | Count | Frequency (%) |
| 0.5411764706 | 44 | 3.3% |
| 0.4352941176 | 43 | 3.3% |
| 0.4588235294 | 39 | 3.0% |
| 0.4705882353 | 37 | 2.8% |
| 0.5294117647 | 37 | 2.8% |
| 0.4235294118 | 37 | 2.8% |
| 0.3411764706 | 36 | 2.7% |
| 0.3176470588 | 35 | 2.7% |
| 0.5058823529 | 35 | 2.7% |
| 0.3647058824 | 33 | 2.5% |
| Other values (67) | 938 |
| Value | Count | Frequency (%) |
| 0.07058823529 | 2 | 0.1% |
| 0.08235294118 | 2 | 0.1% |
| 0.1058823529 | 1 | 0.1% |
| 0.1176470588 | 2 | 0.1% |
| 0.1294117647 | 1 | 0.1% |
| 0.1411764706 | 1 | 0.1% |
| 0.1529411765 | 2 | 0.1% |
| 0.1764705882 | 5 | |
| 0.1882352941 | 7 | |
| 0.2 | 4 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.01176470588 | 2 | 0.2% |
| 0.03529411765 | 1 | 0.1% |
| 0.04705882353 | 2 | 0.2% |
| 0.05882352941 | 1 | 0.1% |
| 0.09411764706 | 2 | 0.2% |
| 0.1058823529 | 5 | |
| 0.1176470588 | 3 | |
| 0.1294117647 | 7 | |
| 0.1411764706 | 5 |
| Value | Count | Frequency (%) |
| 0 | 3 | |
| 0.01176470588 | 2 | 0.1% |
| 0.03529411765 | 1 | 0.1% |
| 0.04705882353 | 2 | 0.1% |
| 0.05882352941 | 1 | 0.1% |
| 0.09411764706 | 2 | 0.1% |
| 0.1058823529 | 5 | |
| 0.1176470588 | 3 | |
| 0.1294117647 | 7 | |
| 0.1411764706 | 5 |
| Value | Count | Frequency (%) |
| 0.07058823529 | 2 | 0.2% |
| 0.08235294118 | 2 | 0.2% |
| 0.1058823529 | 1 | 0.1% |
| 0.1176470588 | 2 | 0.2% |
| 0.1294117647 | 1 | 0.1% |
| 0.1411764706 | 1 | 0.1% |
| 0.1529411765 | 2 | 0.2% |
| 0.1764705882 | 5 | |
| 0.1882352941 | 7 | |
| 0.2 | 4 |
sulphates
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 53 | 61 |
| Distinct (%) | 3.7% | 4.6% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.47124298 | 0.38795319 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.081967213 | 0 |
| Maximum | 0.98360656 | 1 |
| Zeros | 0 | 1 |
| Zeros (%) | 0.0% | 0.1% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0.081967213 | 0 |
| 5-th percentile | 0.2295082 | 0.14754098 |
| Q1 | 0.3442623 | 0.26229508 |
| median | 0.45081967 | 0.36065574 |
| Q3 | 0.57377049 | 0.49180328 |
| 95-th percentile | 0.80327869 | 0.72131148 |
| Maximum | 0.98360656 | 1 |
| Range | 0.90163934 | 1 |
| Interquartile range (IQR) | 0.2295082 | 0.2295082 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.17056683 | 0.18135311 |
| Coefficient of variation (CV) | 0.36195091 | 0.46746133 |
| Kurtosis | -0.13537186 | 0.39603997 |
| Mean | 0.47124298 | 0.38795319 |
| Median Absolute Deviation (MAD) | 0.10655738 | 0.1147541 |
| Skewness | 0.58435695 | 0.81593228 |
| Sum | 676.70492 | 509.77049 |
| Variance | 0.029093042 | 0.032888952 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4590163934 | 78 | 5.4% |
| 0.3606557377 | 70 | 4.9% |
| 0.3770491803 | 65 | 4.5% |
| 0.393442623 | 59 | 4.1% |
| 0.3278688525 | 59 | 4.1% |
| 0.5245901639 | 57 | 4.0% |
| 0.4098360656 | 52 | 3.6% |
| 0.4262295082 | 52 | 3.6% |
| 0.2950819672 | 47 | 3.3% |
| 0.262295082 | 47 | 3.3% |
| Other values (43) | 850 |
| Value | Count | Frequency (%) |
| 0.262295082 | 81 | 6.2% |
| 0.2950819672 | 64 | 4.9% |
| 0.2459016393 | 61 | 4.6% |
| 0.3278688525 | 55 | 4.2% |
| 0.3606557377 | 55 | 4.2% |
| 0.2786885246 | 54 | 4.1% |
| 0.2295081967 | 51 | 3.9% |
| 0.1967213115 | 44 | 3.3% |
| 0.393442623 | 44 | 3.3% |
| 0.3442622951 | 43 | 3.3% |
| Other values (51) | 762 |
| Value | Count | Frequency (%) |
| 0.08196721311 | 2 | 0.1% |
| 0.1475409836 | 7 | 0.5% |
| 0.1639344262 | 5 | 0.3% |
| 0.1803278689 | 13 | 0.9% |
| 0.1967213115 | 11 | 0.8% |
| 0.2131147541 | 18 | 1.3% |
| 0.2295081967 | 17 | 1.2% |
| 0.2459016393 | 26 | |
| 0.262295082 | 47 | |
| 0.2786885246 | 44 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01639344262 | 1 | 0.1% |
| 0.04918032787 | 2 | 0.2% |
| 0.06557377049 | 4 | 0.3% |
| 0.08196721311 | 10 | 0.8% |
| 0.09836065574 | 6 | 0.5% |
| 0.1147540984 | 7 | 0.5% |
| 0.131147541 | 16 | |
| 0.1475409836 | 25 | |
| 0.1639344262 | 34 |
| Value | Count | Frequency (%) |
| 0 | 1 | 0.1% |
| 0.01639344262 | 1 | 0.1% |
| 0.04918032787 | 2 | 0.1% |
| 0.06557377049 | 4 | 0.3% |
| 0.08196721311 | 10 | 0.7% |
| 0.09836065574 | 6 | 0.4% |
| 0.1147540984 | 7 | 0.5% |
| 0.131147541 | 16 | |
| 0.1475409836 | 25 | |
| 0.1639344262 | 34 |
| Value | Count | Frequency (%) |
| 0.08196721311 | 2 | 0.2% |
| 0.1475409836 | 7 | 0.5% |
| 0.1639344262 | 5 | 0.4% |
| 0.1803278689 | 13 | 1.0% |
| 0.1967213115 | 11 | 0.8% |
| 0.2131147541 | 18 | 1.4% |
| 0.2295081967 | 17 | 1.3% |
| 0.2459016393 | 26 | |
| 0.262295082 | 47 | |
| 0.2786885246 | 44 |
alcohol
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 55 | 63 |
| Distinct (%) | 3.8% | 4.8% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 0.33513191 | 0.61270316 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.18965517 |
| Maximum | 0.68965517 | 1 |
| Zeros | 3 | 0 |
| Zeros (%) | 0.2% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 0 | 0.18965517 |
| 5-th percentile | 0.13793103 | 0.39655172 |
| Q1 | 0.24137931 | 0.51724138 |
| median | 0.34482759 | 0.62068966 |
| Q3 | 0.43103448 | 0.70689655 |
| 95-th percentile | 0.51724138 | 0.81034483 |
| Maximum | 0.68965517 | 1 |
| Range | 0.68965517 | 0.81034483 |
| Interquartile range (IQR) | 0.18965517 | 0.18965517 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.12143464 | 0.1312373 |
| Coefficient of variation (CV) | 0.36234877 | 0.21419393 |
| Kurtosis | -0.40106835 | -0.40020837 |
| Mean | 0.33513191 | 0.61270316 |
| Median Absolute Deviation (MAD) | 0.086206897 | 0.10344828 |
| Skewness | -0.032116675 | -0.016108185 |
| Sum | 481.24943 | 805.09195 |
| Variance | 0.014746371 | 0.017223228 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3620689655 | 91 | 6.3% |
| 0.4482758621 | 86 | 6.0% |
| 0.3448275862 | 83 | 5.8% |
| 0.275862069 | 81 | 5.6% |
| 0.4137931034 | 77 | 5.4% |
| 0.3103448276 | 70 | 4.9% |
| 0.1896551724 | 66 | 4.6% |
| 0.2586206897 | 65 | 4.5% |
| 0.2413793103 | 61 | 4.2% |
| 0.3965517241 | 61 | 4.2% |
| Other values (45) | 695 |
| Value | Count | Frequency (%) |
| 0.6206896552 | 85 | 6.5% |
| 0.7068965517 | 77 | 5.9% |
| 0.5172413793 | 71 | 5.4% |
| 0.6551724138 | 68 | 5.2% |
| 0.5344827586 | 60 | 4.6% |
| 0.724137931 | 60 | 4.6% |
| 0.6724137931 | 56 | 4.3% |
| 0.6896551724 | 55 | 4.2% |
| 0.4827586207 | 55 | 4.2% |
| 0.7413793103 | 53 | 4.0% |
| Other values (53) | 674 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.2% |
| 0.01724137931 | 2 | 0.1% |
| 0.03448275862 | 2 | 0.1% |
| 0.05172413793 | 4 | 0.3% |
| 0.06896551724 | 8 | 0.6% |
| 0.08620689655 | 3 | 0.2% |
| 0.1034482759 | 19 | |
| 0.1206896552 | 16 | |
| 0.1379310345 | 36 | |
| 0.1551724138 | 25 |
| Value | Count | Frequency (%) |
| 0.1896551724 | 2 | 0.2% |
| 0.275862069 | 2 | 0.2% |
| 0.2931034483 | 4 | 0.3% |
| 0.3103448276 | 1 | 0.1% |
| 0.3275862069 | 2 | 0.2% |
| 0.3448275862 | 8 | 0.6% |
| 0.3620689655 | 22 | |
| 0.3793103448 | 14 | |
| 0.3965517241 | 12 | |
| 0.4137931034 | 26 |
| Value | Count | Frequency (%) |
| 0.1896551724 | 2 | 0.1% |
| 0.275862069 | 2 | 0.1% |
| 0.2931034483 | 4 | 0.3% |
| 0.3103448276 | 1 | 0.1% |
| 0.3275862069 | 2 | 0.1% |
| 0.3448275862 | 8 | 0.6% |
| 0.3620689655 | 22 | |
| 0.3793103448 | 14 | |
| 0.3965517241 | 12 | |
| 0.4137931034 | 26 |
| Value | Count | Frequency (%) |
| 0 | 3 | 0.2% |
| 0.01724137931 | 2 | 0.2% |
| 0.03448275862 | 2 | 0.2% |
| 0.05172413793 | 4 | 0.3% |
| 0.06896551724 | 8 | 0.6% |
| 0.08620689655 | 3 | 0.2% |
| 0.1034482759 | 19 | |
| 0.1206896552 | 16 | |
| 0.1379310345 | 36 | |
| 0.1551724138 | 25 |
quality
Real number (ℝ)
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Distinct | 6 | 7 |
| Distinct (%) | 0.4% | 0.5% |
| Missing | 0 | 0 |
| Missing (%) | 0.0% | 0.0% |
| Infinite | 0 | 0 |
| Infinite (%) | 0.0% | 0.0% |
| Mean | 5.8669916 | 6.3424658 |
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 3 | 3 |
| Maximum | 8 | 9 |
| Zeros | 0 | 0 |
| Zeros (%) | 0.0% | 0.0% |
| Negative | 0 | 0 |
| Negative (%) | 0.0% | 0.0% |
| Memory size | 22.4 KiB | 20.5 KiB |
Quantile statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Minimum | 3 | 3 |
| 5-th percentile | 5 | 5 |
| Q1 | 5 | 6 |
| median | 6 | 6 |
| Q3 | 6 | 7 |
| 95-th percentile | 7 | 8 |
| Maximum | 8 | 9 |
| Range | 5 | 6 |
| Interquartile range (IQR) | 1 | 1 |
Descriptive statistics
| Cluster 0 | Cluster 1 | |
|---|---|---|
| Standard deviation | 0.81089936 | 0.88393051 |
| Coefficient of variation (CV) | 0.13821383 | 0.13936701 |
| Kurtosis | 0.21280312 | 0.73583554 |
| Mean | 5.8669916 | 6.3424658 |
| Median Absolute Deviation (MAD) | 1 | 1 |
| Skewness | 0.12943052 | -0.32114295 |
| Sum | 8425 | 8334 |
| Variance | 0.65755777 | 0.78133314 |
| Monotonicity | Not monotonic | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 714 | |
| 5 | 407 | |
| 7 | 236 | 16.4% |
| 4 | 42 | 2.9% |
| 8 | 35 | 2.4% |
| 3 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 6 | 581 | |
| 7 | 461 | |
| 5 | 138 | 10.5% |
| 8 | 95 | 7.2% |
| 4 | 30 | 2.3% |
| 3 | 5 | 0.4% |
| 9 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.1% |
| 4 | 42 | 2.9% |
| 5 | 407 | |
| 6 | 714 | |
| 7 | 236 | 16.4% |
| 8 | 35 | 2.4% |
| Value | Count | Frequency (%) |
| 3 | 5 | 0.4% |
| 4 | 30 | 2.3% |
| 5 | 138 | 10.5% |
| 6 | 581 | |
| 7 | 461 | |
| 8 | 95 | 7.2% |
| 9 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 5 | 0.3% |
| 4 | 30 | 2.1% |
| 5 | 138 | 9.6% |
| 6 | 581 | |
| 7 | 461 | |
| 8 | 95 | 6.6% |
| 9 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 3 | 2 | 0.2% |
| 4 | 42 | 3.2% |
| 5 | 407 | |
| 6 | 714 | |
| 7 | 236 | 18.0% |
| 8 | 35 | 2.7% |
Interactions
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Correlations
Cluster 0
Cluster 1
Cluster 0
| alcohol | chlorides | citric acid | density | fixed acidity | free sulfur dioxide | pH | quality | residual sugar | sulphates | total sulfur dioxide | volatile acidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alcohol | 1.000 | -0.165 | 0.194 | -0.541 | 0.015 | 0.209 | 0.134 | 0.345 | -0.020 | 0.175 | 0.037 | -0.169 |
| chlorides | -0.165 | 1.000 | 0.001 | 0.148 | 0.121 | -0.092 | -0.118 | -0.193 | -0.009 | -0.107 | 0.104 | 0.185 |
| citric acid | 0.194 | 0.001 | 1.000 | -0.105 | 0.327 | -0.004 | -0.059 | 0.081 | -0.187 | 0.106 | -0.003 | -0.229 |
| density | -0.541 | 0.148 | -0.105 | 1.000 | 0.220 | -0.161 | 0.107 | -0.162 | 0.610 | -0.079 | 0.070 | 0.132 |
| fixed acidity | 0.015 | 0.121 | 0.327 | 0.220 | 1.000 | -0.144 | -0.337 | -0.051 | -0.070 | -0.022 | -0.029 | -0.057 |
| free sulfur dioxide | 0.209 | -0.092 | -0.004 | -0.161 | -0.144 | 1.000 | 0.113 | 0.289 | 0.036 | 0.089 | 0.461 | -0.165 |
| pH | 0.134 | -0.118 | -0.059 | 0.107 | -0.337 | 0.113 | 1.000 | 0.203 | 0.002 | 0.130 | 0.089 | -0.092 |
| quality | 0.345 | -0.193 | 0.081 | -0.162 | -0.051 | 0.289 | 0.203 | 1.000 | 0.090 | 0.154 | 0.002 | -0.300 |
| residual sugar | -0.020 | -0.009 | -0.187 | 0.610 | -0.070 | 0.036 | 0.002 | 0.090 | 1.000 | -0.081 | 0.048 | 0.069 |
| sulphates | 0.175 | -0.107 | 0.106 | -0.079 | -0.022 | 0.089 | 0.130 | 0.154 | -0.081 | 1.000 | 0.142 | 0.042 |
| total sulfur dioxide | 0.037 | 0.104 | -0.003 | 0.070 | -0.029 | 0.461 | 0.089 | 0.002 | 0.048 | 0.142 | 1.000 | 0.219 |
| volatile acidity | -0.169 | 0.185 | -0.229 | 0.132 | -0.057 | -0.165 | -0.092 | -0.300 | 0.069 | 0.042 | 0.219 | 1.000 |
Cluster 1
| alcohol | chlorides | citric acid | density | fixed acidity | free sulfur dioxide | pH | quality | residual sugar | sulphates | total sulfur dioxide | volatile acidity | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| alcohol | 1.000 | -0.014 | -0.029 | -0.574 | -0.136 | 0.124 | 0.174 | 0.348 | 0.051 | 0.098 | 0.066 | 0.220 |
| chlorides | -0.014 | 1.000 | 0.017 | -0.007 | 0.053 | 0.007 | -0.076 | -0.092 | -0.092 | -0.012 | 0.066 | 0.067 |
| citric acid | -0.029 | 0.017 | 1.000 | 0.100 | 0.268 | 0.008 | -0.076 | -0.016 | -0.074 | 0.029 | 0.020 | -0.233 |
| density | -0.574 | -0.007 | 0.100 | 1.000 | 0.394 | -0.080 | -0.144 | -0.169 | 0.585 | -0.046 | 0.157 | 0.059 |
| fixed acidity | -0.136 | 0.053 | 0.268 | 0.394 | 1.000 | -0.021 | -0.571 | -0.136 | 0.061 | -0.069 | 0.057 | -0.056 |
| free sulfur dioxide | 0.124 | 0.007 | 0.008 | -0.080 | -0.021 | 1.000 | 0.045 | 0.231 | 0.079 | -0.065 | 0.566 | -0.051 |
| pH | 0.174 | -0.076 | -0.076 | -0.144 | -0.571 | 0.045 | 1.000 | 0.188 | -0.072 | 0.155 | 0.068 | 0.100 |
| quality | 0.348 | -0.092 | -0.016 | -0.169 | -0.136 | 0.231 | 0.188 | 1.000 | 0.174 | 0.071 | 0.152 | 0.091 |
| residual sugar | 0.051 | -0.092 | -0.074 | 0.585 | 0.061 | 0.079 | -0.072 | 0.174 | 1.000 | -0.105 | 0.215 | 0.260 |
| sulphates | 0.098 | -0.012 | 0.029 | -0.046 | -0.069 | -0.065 | 0.155 | 0.071 | -0.105 | 1.000 | -0.067 | 0.023 |
| total sulfur dioxide | 0.066 | 0.066 | 0.020 | 0.157 | 0.057 | 0.566 | 0.068 | 0.152 | 0.215 | -0.067 | 1.000 | 0.130 |
| volatile acidity | 0.220 | 0.067 | -0.233 | 0.059 | -0.056 | -0.051 | 0.100 | 0.091 | 0.260 | 0.023 | 0.130 | 1.000 |
Missing values
Cluster 0
Cluster 1
Cluster 0
Cluster 1
Sample
Cluster 0
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 0.375 | 0.543210 | 0.510638 | 0.046729 | 0.607143 | 0.153846 | 0.470833 | 0.463973 | 0.600000 | 0.442623 | 0.189655 | 6 |
| 2 | 0.825 | 0.493827 | 0.638298 | 0.294393 | 0.625000 | 0.358974 | 0.325000 | 0.538047 | 0.552941 | 0.360656 | 0.293103 | 6 |
| 5 | 0.825 | 0.493827 | 0.638298 | 0.294393 | 0.625000 | 0.358974 | 0.325000 | 0.538047 | 0.552941 | 0.360656 | 0.293103 | 6 |
| 6 | 0.350 | 0.592593 | 0.127660 | 0.299065 | 0.535714 | 0.358974 | 0.487500 | 0.524579 | 0.458824 | 0.409836 | 0.206897 | 6 |
| 8 | 0.375 | 0.543210 | 0.510638 | 0.046729 | 0.607143 | 0.153846 | 0.470833 | 0.463973 | 0.600000 | 0.442623 | 0.189655 | 6 |
| 9 | 0.825 | 0.345679 | 0.702128 | 0.042056 | 0.517857 | 0.333333 | 0.458333 | 0.450505 | 0.505882 | 0.377049 | 0.448276 | 6 |
| 11 | 0.950 | 0.370370 | 0.638298 | 0.168224 | 0.357143 | 0.192308 | 0.375000 | 0.511111 | 0.411765 | 0.508197 | 0.224138 | 5 |
| 12 | 0.775 | 0.246914 | 0.574468 | 0.028037 | 0.446429 | 0.179487 | 0.233333 | 0.329293 | 0.458824 | 0.672131 | 0.413793 | 5 |
| 13 | 0.450 | 0.197531 | 0.638298 | 0.042056 | 0.517857 | 0.589744 | 0.516667 | 0.275421 | 0.882353 | 0.491803 | 0.689655 | 7 |
| 16 | 0.425 | 0.567901 | 0.085106 | 0.322430 | 0.517857 | 0.410256 | 0.475000 | 0.564983 | 0.505882 | 0.459016 | 0.189655 | 5 |
Cluster 1
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10 | 0.825 | 0.469136 | 0.659574 | 0.039720 | 0.321429 | 0.115385 | 0.183333 | 0.248485 | 0.235294 | 0.557377 | 0.620690 | 5 |
| 14 | 0.450 | 0.222222 | 0.595745 | 0.042056 | 0.303571 | 0.333333 | 0.387500 | 0.288889 | 0.541176 | 0.540984 | 0.517241 | 7 |
| 15 | 0.650 | 0.641975 | 0.680851 | 0.023364 | 0.321429 | 0.192308 | 0.633333 | 0.309091 | 0.388235 | 0.508197 | 0.500000 | 6 |
| 17 | 0.400 | 0.567901 | 0.595745 | 0.107477 | 0.410714 | 0.217949 | 0.345833 | 0.275421 | 0.447059 | 0.213115 | 0.448276 | 7 |
| 23 | 0.650 | 0.469136 | 0.808511 | 0.023364 | 0.571429 | 0.192308 | 0.470833 | 0.288889 | 0.470588 | 0.442623 | 0.551724 | 6 |
| 24 | 0.600 | 0.592593 | 0.553191 | 0.065421 | 0.321429 | 0.448718 | 0.395833 | 0.235017 | 0.364706 | 0.803279 | 0.672414 | 7 |
| 31 | 0.550 | 0.617284 | 0.468085 | 0.028037 | 0.678571 | 0.461538 | 0.495833 | 0.235017 | 0.400000 | 0.098361 | 0.482759 | 6 |
| 54 | 0.400 | 0.444444 | 0.297872 | 0.271028 | 0.446429 | 0.320513 | 0.437500 | 0.214815 | 0.505882 | 0.442623 | 0.724138 | 7 |
| 62 | 0.575 | 0.246914 | 0.553191 | 0.037383 | 0.500000 | 0.371795 | 0.283333 | 0.181145 | 0.552941 | 0.245902 | 0.741379 | 7 |
| 63 | 0.550 | 0.592593 | 0.510638 | 0.032710 | 0.482143 | 0.230769 | 0.208333 | 0.275421 | 0.611765 | 0.704918 | 0.620690 | 7 |
Cluster 0
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4094 | 0.250 | 0.370370 | 0.446809 | 0.182243 | 0.553571 | 0.512821 | 0.437500 | 0.412795 | 0.611765 | 0.688525 | 0.413793 | 6 |
| 4095 | 0.450 | 0.395062 | 0.489362 | 0.443925 | 0.303571 | 0.076923 | 0.258333 | 0.616162 | 0.470588 | 0.475410 | 0.241379 | 6 |
| 4100 | 0.200 | 0.296296 | 0.553191 | 0.088785 | 0.589286 | 0.179487 | 0.441667 | 0.384512 | 0.823529 | 0.442623 | 0.275862 | 6 |
| 4101 | 0.650 | 0.345679 | 0.340426 | 0.028037 | 0.357143 | 0.205128 | 0.325000 | 0.359596 | 0.388235 | 0.311475 | 0.224138 | 6 |
| 4106 | 0.175 | 0.592593 | 0.063830 | 0.032710 | 0.392857 | 0.551282 | 0.570833 | 0.318519 | 0.552941 | 0.262295 | 0.396552 | 5 |
| 4111 | 0.500 | 0.345679 | 0.553191 | 0.028037 | 0.660714 | 0.461538 | 0.450000 | 0.416835 | 0.294118 | 0.524590 | 0.137931 | 5 |
| 4114 | 0.225 | 0.320988 | 0.468085 | 0.014019 | 0.410714 | 0.461538 | 0.425000 | 0.244444 | 0.529412 | 0.393443 | 0.379310 | 6 |
| 4115 | 0.425 | 0.370370 | 0.595745 | 0.032710 | 0.303571 | 0.346154 | 0.387500 | 0.395286 | 0.588235 | 0.524590 | 0.224138 | 5 |
| 4116 | 0.350 | 0.320988 | 0.404255 | 0.046729 | 0.428571 | 0.282051 | 0.304167 | 0.271380 | 0.564706 | 0.459016 | 0.482759 | 6 |
| 4118 | 0.425 | 0.395062 | 0.191489 | 0.028037 | 0.464286 | 0.358974 | 0.383333 | 0.365657 | 0.235294 | 0.393443 | 0.172414 | 6 |
Cluster 1
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4093 | 0.225 | 0.814815 | 0.234043 | 0.060748 | 0.589286 | 0.358974 | 0.387500 | 0.287542 | 0.588235 | 0.540984 | 0.482759 | 6 |
| 4096 | 0.325 | 0.592593 | 0.382979 | 0.280374 | 0.107143 | 0.346154 | 0.470833 | 0.321212 | 0.423529 | 0.229508 | 0.525862 | 7 |
| 4097 | 0.050 | 0.296296 | 0.638298 | 0.060748 | 0.000000 | 0.230769 | 0.329167 | 0.174411 | 0.682353 | 0.540984 | 0.629310 | 6 |
| 4099 | 0.225 | 0.320988 | 0.468085 | 0.046729 | 0.267857 | 0.397436 | 0.429167 | 0.224242 | 0.635294 | 0.491803 | 0.603448 | 6 |
| 4102 | 0.350 | 0.740741 | 0.680851 | 0.088785 | 0.410714 | 0.410256 | 0.408333 | 0.283502 | 0.670588 | 0.606557 | 0.551724 | 7 |
| 4107 | 0.025 | 0.962963 | 0.148936 | 0.060748 | 0.357143 | 0.743590 | 0.537500 | 0.170370 | 0.564706 | 0.213115 | 0.534483 | 6 |
| 4110 | 0.350 | 0.814815 | 0.255319 | 0.060748 | 0.142857 | 0.038462 | 0.154167 | 0.146128 | 0.294118 | 0.934426 | 0.793103 | 7 |
| 4113 | 0.325 | 0.641975 | 0.404255 | 0.074766 | 0.375000 | 0.294872 | 0.337500 | 0.152862 | 0.317647 | 0.360656 | 0.586207 | 6 |
| 4119 | 0.175 | 0.518519 | 0.425532 | 0.023364 | 0.125000 | 0.230769 | 0.379167 | 0.106397 | 0.647059 | 0.262295 | 0.758621 | 7 |
| 4120 | 0.300 | 0.320988 | 0.595745 | 0.009346 | 0.089286 | 0.256410 | 0.329167 | 0.154882 | 0.552941 | 0.163934 | 0.586207 | 6 |
Duplicate rows
Cluster 0
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 18 | 0.300 | 0.296296 | 0.340426 | 0.289720 | 0.607143 | 0.256410 | 0.308333 | 0.383165 | 0.423529 | 0.327869 | 0.448276 | 6 | 4 |
| 98 | 0.500 | 0.246914 | 0.382979 | 0.429907 | 0.428571 | 0.346154 | 0.391667 | 0.468013 | 0.376471 | 0.377049 | 0.431034 | 7 | 4 |
| 2 | 0.050 | 0.617284 | 0.127660 | 0.042056 | 0.607143 | 0.102564 | 0.325000 | 0.309091 | 0.811765 | 0.360656 | 0.396552 | 6 | 3 |
| 22 | 0.300 | 0.617284 | 0.212766 | 0.056075 | 0.285714 | 0.602564 | 0.583333 | 0.322559 | 0.729412 | 0.508197 | 0.448276 | 6 | 3 |
| 34 | 0.350 | 0.345679 | 0.382979 | 0.074766 | 0.446429 | 0.282051 | 0.441667 | 0.309091 | 0.470588 | 0.426230 | 0.362069 | 6 | 3 |
| 40 | 0.375 | 0.123457 | 0.680851 | 0.023364 | 0.500000 | 0.782051 | 0.529167 | 0.239057 | 0.400000 | 0.819672 | 0.482759 | 7 | 3 |
| 41 | 0.375 | 0.222222 | 0.468085 | 0.168224 | 0.446429 | 0.448718 | 0.408333 | 0.317172 | 0.529412 | 0.344262 | 0.500000 | 6 | 3 |
| 47 | 0.375 | 0.469136 | 0.319149 | 0.242991 | 0.410714 | 0.641026 | 0.566667 | 0.531313 | 0.576471 | 0.262295 | 0.172414 | 6 | 3 |
| 50 | 0.400 | 0.061728 | 0.404255 | 0.023364 | 0.357143 | 0.538462 | 0.504167 | 0.290236 | 0.447059 | 0.540984 | 0.396552 | 7 | 3 |
| 89 | 0.475 | 0.246914 | 0.382979 | 0.448598 | 0.428571 | 0.346154 | 0.400000 | 0.510438 | 0.376471 | 0.377049 | 0.431034 | 7 | 3 |
Cluster 1
| fixed acidity | volatile acidity | citric acid | residual sugar | chlorides | free sulfur dioxide | total sulfur dioxide | density | pH | sulphates | alcohol | quality | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3 | 0.075 | 0.617284 | 0.255319 | 0.046729 | 0.214286 | 0.205128 | 0.291667 | 0.147475 | 0.847059 | 0.262295 | 0.706897 | 7 | 3 |
| 4 | 0.075 | 0.666667 | 0.340426 | 0.289720 | 0.339286 | 0.435897 | 0.420833 | 0.321212 | 0.694118 | 0.295082 | 0.534483 | 6 | 3 |
| 26 | 0.300 | 0.493827 | 0.361702 | 0.696262 | 0.375000 | 0.371795 | 0.479167 | 0.469360 | 0.470588 | 0.360656 | 0.793103 | 7 | 3 |
| 46 | 0.350 | 0.765432 | 0.297872 | 0.196262 | 0.392857 | 0.551282 | 0.495833 | 0.311785 | 0.517647 | 0.344262 | 0.482759 | 7 | 3 |
| 56 | 0.400 | 0.345679 | 0.595745 | 0.397196 | 0.517857 | 0.423077 | 0.450000 | 0.414141 | 0.211765 | 0.131148 | 0.448276 | 7 | 3 |
| 69 | 0.425 | 0.617284 | 0.425532 | 0.149533 | 0.375000 | 0.410256 | 0.287500 | 0.213468 | 0.541176 | 0.672131 | 0.706897 | 7 | 3 |
| 75 | 0.450 | 0.543210 | 0.319149 | 0.345794 | 0.375000 | 0.243590 | 0.437500 | 0.438384 | 0.317647 | 0.262295 | 0.413793 | 6 | 3 |
| 83 | 0.475 | 0.543210 | 0.404255 | 0.102804 | 0.178571 | 0.448718 | 0.366667 | 0.301684 | 0.611765 | 0.672131 | 0.500000 | 7 | 3 |
| 101 | 0.500 | 0.765432 | 0.510638 | 0.317757 | 0.089286 | 0.461538 | 0.475000 | 0.337374 | 0.458824 | 0.360656 | 0.620690 | 7 | 3 |
| 109 | 0.525 | 0.493827 | 0.574468 | 0.397196 | 0.392857 | 0.179487 | 0.237500 | 0.517845 | 0.305882 | 0.524590 | 0.465517 | 5 | 3 |